1. Formation of Associative Colloids in water samples, stimulated by H2
Analysis of total organic content in the groundwater samples before laboratory microbial activation showed its low concentration. For the sample taken from the aquifer area where microbial activation was conducted 3 years prior to the research, concentration did not exceed 15 mg/l. Respective concentration amounted to 5–7 mg/l in samples collected from an area which was not subject to microbial activation previously. Filtration studies (step-by-step filtration, Fig. 1) revealed that more than 50% of organic matter in the sample 1 was represented by suspended particles over 1200 nm in size. These were bacterial cells and other large particles (organic clay and ferrous particles, fulvic and humate acids, etc.).
An organic carbon content of 100 and 200 mg/L was observed in 1 and 2 samples respectively after microbial activation by molecular hydrogen. After day 14 of incubation of the sample 1, microbial processes resulted in decreased content of large organic particles (100–2400 nm) and increased content of the particles below 100 nm in size, which correspond to biogenic and associative colloids. The increase was the sharpest among the fraction of particles smaller than 10 nm (biogenic poly- and oligomers).
The amount of the particles 100–50 and 450–220 nm in size in sample 2 increased after microbial activation; these size ranges correspond to true biocolloidal particles. The contribution of large organic particles (associative colloids and cells) decreased significantly. In this sample, the share colloidal particles (100–50 nm) also increased, while the share of 220–100-nm particles decreased significantly, probably due to their consumption or aggregation into larger fractions. The shares of all large fractions decreased as well. Changes in the intensity of light scattering provided the most relevant information (Table 2).
Table 2
Intensity of light scattering (kHz) by particles of different fractions before and after day 14 of ongoing microbial process in the stratal water
Particle fraction size, nm | 1 before | 1 after | 2 before | 2 after |
< 2400 | 28 | 300 | 39 | 100 |
2400 − 1200 | 30 | 47 | 42 | 143 |
1200 − 450 | 30 | 50 | 49 | 209 |
450 − 220 | 48 | 45 | 34 | 187 |
220 − 100 | 21 | 40 | 33 | 174 |
100 − 50 | 19 | 20 | 12 | 141 |
> 10 | 0,5 | 1,2 | 0,3 | 4 |
In sample 1, 450–220 nm particles (which probably represent clayey aggregates or ferruginous colloidal particles) accounted for the highest intensity. After microbial treatment, the share of other particles increased, and the largest particles (probably cells or agglomerated clayey particles) contributed to light scattering the most. The DLS data on the filtrate from the sample 2 indicates that the particles 1200 − 450 nm in size (likely clayey and iron-clayey aggregates) possibly dominated prior to microbial activation, meanwhile, afterward, intensity of light scattering by colloidal particles of all sizes increased; the 1200–450-nm particles remained predominant and comprised a significant share of medium-sized microbial cells.
2. Modelling of microbial process in the model and real samples with actinides
An increase in the size of particles containing organic matter could be explained by the occurrence of bacterial cells and biogenic particles like and clusters of macromolecules, e.g. proteins, exopolysaccharides, and by physicochemical processes, e.g. adhesion of organic matter to clay and ferruginous particles that cause enlargement and sedimentation of the particles. The second stage of the experiment was conducted in order to examine the mechanisms of the named process more thoroughly.
An increase in the concentration of the biomass, with peak values on day 15 and day 20 for model water and natural water respectively, was observed in samples with additions of organic matter (O) (Table 3).
Table 3
A) Polysaccharide concentrations (mg/L) in the model solutions during incubation. B) biomass (g/l) in the model solutions during incubation, Cell/mL.
Sample | Incubation time, days |
0 | 5 | 10 | 15 | 20 | 30 |
A | B | A | B | A | B | A | B | A | B | A | B |
МWО | 0,1 | 0 | 2 | 0,2 | 13 | 0,24 | 27 | 0,19 | 25 | 0,12 | 19 | 0,04 |
МWСlО | 0,11 | 0 | 3 | 0,13 | 15 | 0,3 | 29 | 0,25 | 21 | 0,12 | 13 | 0,04 |
МWIO | 0,1 | 0 | 3 | 0,15 | 17 | 0,25 | 33 | 0,22 | 29 | 0,15 | 16 | 0,07 |
NWO | 0,13 | 0 | 5 | 0,14 | 18 | 0,3 | 34 | 0,21 | 28 | 0,17 | 22 | 0,09 |
The concentration of polysaccharides in named samples also increased alongside. No significant increase of cells and polysaccharides content was recorded in samples with no organic matter additions.
The average hydrodynamic radii of colloidal particles were obtained on days 3, 7, 14, 21, and 28 of the experiment (Table 4). In model water samples without added organic compounds, colloidal particles were not formed. However, by the end of the experiment particle formation was observed, probably due to the transformation of colloidal matter originating from the natural water aliquot.
Table 4
Hydrodynamic radii of colloidal particles during experiment, nm.
Sample | Incubation time, days |
5 | 10 | 15 | 20 | 30 |
МW | - | - | - | - | 20 |
МWО | 90 | 120 | 70 | 40, 170 | 110 |
МWСl | 130 | 80 | 90 | 100 | 160 |
МWСlО | 130, 25 | 130 | 100 | 100 | 110 |
МWI | 130 | 130 | 100 | 100 | 110 |
МWIO | 100 | 150 | 160 | 90 | - |
NW | 75 | 100 | 120 | 120 | 140 |
NWO | 50 | 75 | 90 | 170 | 400 |
In the presence of glucose, the emergence of the colloidal phase and a gradual increase in particle size were observed since the third day of incubation. The average stable hydrodynamic radii of the particles amounted to ~ 100 nm. In the presence of clay, stable colloids with the average hydrodynamic radii of 80–90 nm were formed. Stimulation of microbial processes with glucose resulted in increased particle size and partial sedimentation.
The addition of iron to the model system resulted in the formation of the particles with hydrodynamic radii of ~ 100 nm; the stimulation of the biological processes resulted in increased particle size, the formation of new particles (by day 21), and complete particle sedimentation by day 28.
High diversity in particle size and its gradual, uniform increase were observed in samples without the addition of organic compounds. Under conditions of microbial processes, an increase in particle size was not uniform, and relatively large stable particles (395 nm) were observed at the end of the experiment.
An important parameter used to evaluate the stability of colloidal particles in the system is value of particles’ zeta potential. When no organic matter was added, charge of preliminarily filtered 100 − 50 nm particles equaled − 29, -26.2 mV in model water and − 16, -12 mV in natural water, which indicates low stability of such particles (see Table 1 Supplementary). A shift in charge of particles towards zero and positive values was observed when microbial processes were running, and this hints at stabilization of particles in the solution.
The diagrams of actinide distribution by size of colloidal particles in solutions of different nature depending on the incubation time are shown in Fig. 2.
In the model water Pu(IV) forms true colloidal associates (up to 50%) due to deep hydrolytic polymerization. Np(V) was also partially sorbed due to slight disproportionation (by 10%). U(VI) was a stable component of soluble carbonate complexes. In the model water, increased pH and decreased Eh result in the occurrence of 99% Pu, 30% Np, and 10% U within large colloidal particles. Ultrafiltration, however, is not suitable for the assessment of the possible actinide reduction and biosorption contribution to the process of colloid formation.
The microbiota and clay promote stabilization of plutonium and uranium, but not neptunium, in large colloidal particles. The addition of iron had no effect on actinide colloid formation, although iron caused a significant increase in neptunium colloid formation in the presence of the microbiota.
Thus, microbial processes may result in the coagulation of natural colloids due to the development of a weak negative surface charge. The addition of bivalent cations (e.g., Сa2+, Mg2+) during bioremediation should potentiate this process and may become an efficient mechanism for decreasing the risk of active migration of radionuclide-associated particles.
After termination of the biogenic processes, the formation of large uranium-, plutonium-, and neptunium-containing particles associated with cells [32] and large biopolymers (protein-polysaccharide biofilms) [33, 34] polysaccharide-clay and polysaccharide-iron sediments was observed. This results in decreased migration activity of the actinides. Moreover, it is well known that the nucleation process of biogenic iron oxyhydroxides, leading to their mineralization, is closely related to the organic matter of exopolysaccharides of biofilms Microbial polymers can, through strong mineral binding (high feq), decrease the nucleation barriers for ferrihydrite and direct nucleation on the polymers [35]. The mineralization process in microbial exopolysaccharide sediments of iron and associated actinides can serve as a reliable anti-migration biogeochemical barrier, an important consequence of bioremediation.
3. Thermodynamical modeling of the Species of Radionuclide Occurrence in the Course of Biotransformation
The data on pH and Eh changes along the process of colloid formation and actinide incorporation into associative particles (and possibly into true colloidal particles as well) are listed in Table 2 (supplementary).
The most notable pH and Eh changes occurred in the presence of the microbiota, which was probably due to increasing in the number of bacteria. The pH increased moderately, while Eh values changed to negative, potentially creating the conditions for a shift of actinides’ oxidation states to lower ones. Since Ac(IV) is the most sorbed form of actinides, this may promote their association with colloidal materials of various nature [36].
Speciation of elements, including dissolved species and the phase saturation indices, was calculated for 500 µg/L U, Pu, and Np in the Sample NVO (natural sample 2) (Table 5). The species of actinides and iron after microbial processes were calculated with an account for the following parameter changes: pH increase by 1, Eh decrease by 100 mV, complete denitrification, and sulfate reduction.
Table 5
The major species of actinides and iron in the water from lower aquifer contaminated with radioactive nitrate waste, after microbial treatment
Sample 2, before |
| U | Np | Pu | Fe |
Dissolved species, M | U(OH)4 1.6×10− 8 UO2+ 1.07×10− 10 UO2(CO3)2−2 1.13×10− 6 UO2(CO3)3−4 7.8×10− 7 UO2CO3 9.4×10− 8 UO2(OH)2 3.8×10− 8 (UO2)2CO3(OH)3− 1.4×10− 8 | Np(OH)4 1.9×10− 6 Np(OH)3+ 2.7×10− 9 NpO2+ 2.0×10− 7 NpO2CO3− 9.8×10− 10 NpO2OH 3.5×10− 10 | PuSO4+ 2.09×10− 7 Pu(SO4)2− 4.2×10− 8 PuOH+ 2 8.1×10− 9 Pu(OH)4 1.3×10− 7 | FeHCO3+ 2.1×10− 6 FeSO4 4.1×10− 8 FeCO3 3.1×10− 8 FeOH+ 1.5×10− 9 |
Phase, SI | UO2.25(beta) 1.39 UO2.3333(beta) 2.36 Uraninite UO2 1.57 | Np(OH)4 2.63 NpO2 11.48 | Pu(OH)4 2.19 PuO2 10.48 | Goethite 0.59 Hematite 2.11 |
| Sample 2, after |
Dissolved species, M | Solution |
Fe | Np | U | Pu |
FeHCO3+ 1.9×10− 6 FeCO3 1.6×10− 6 FeOH+ 3.6×10− 8 Fe(OH)3 3.9×10− 9 Fe(OH)4− 2.4×10− 10 | Np(OH)4 2.1×10− 6 Np(CO3)5−6 1.8×10− 10 NpO2+ 2.4×10− 10 NpO2CO3− 1.4×10− 10 | U(OH)4 3.0×10− 8 UO2(CO3)3−4 2.0×10− 6 UO2(CO3)2−2 3.4×10− 8 | PuOH+ 2 6.0×10− 10 Pu(OH)4 2.1×10− 6 Pu(OH)3+ 2.2×10− 10 |
| Phases |
Phase, SI | Phase | SI | Np(OH)4 2.67 | UO2.25 1.14 |
Calcite 1.66 | Huntite 1.73 | NpO2 11.53 | UO2.25(beta) 1.06 |
Aragonite 1.52 | Magnesite 0.58 | Pu(OH)4 3.38 | UO2.3333(beta) 1.30 |
Dolomite 3.97 | Monohydrocalcite 0.86 | PuO2 11.67 | Uraninite 1.84 |
Due to thermodynamical modeling experiments after microbial processes, ferrous iron in hydroxide sulphide and carbonate forms were formed, and precipitation of goethite, pyrrhotite, siderite, troilite, and ferrihydrite mineral phases occurred [37, 38, 39, 40]. These new sorption phases could cause additional actinide removal from solutions [41, 42, 43, 44, 45].
Prior to microbial treatment, uranium was expected to be present as di- and tricarbonate complexes. Neptunium occurred as a neptunoyl ion or, as a relatively poorly soluble hydroxo complex. Plutonium was expected to occur as sulfate and as hydroxo complex. Microbial processes resulted in uranium remaining as a tricarbonate complex ore as a poorly soluble hydroxide. Plutonium and neptunium were present in all aquifers as oxyhydroxides, which can be attached to mineral surfaces and various hydroxyl phases [46, 47].